RGBD-SOD-datasets

All common RGB-D Saliency Datasets we collected are shared in ready-to-use manner.

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Ready-to-use Package

We directly provide a ready-to-use download package, including all test sets, and two popular training sets in the RGB-D Saliency Detection.

• All test datasets, fetch code is b2p2.
• Training dataset 1, including NJUD and NLPR, fetch code is 76gu.
• Training dataset 2, including NJUD and NLPR, DUT, fetch code is 201p.

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RGB-D Saliency Datasets

Datasets	NJUD	DUTLF-Depth	NLPR	SIP	STEREO	LFSD	RGBD135	SSD	ReDWeb-S	COME15K
Size	1985	1200	1000	929	797/1000	100	135	80	3179	15625
Publication	ICIP	ICCV	ECCV	TNNLS	CVPR	CVPR	ICIMCS	ICCVW	ReDWeb-S	ICCV
Download link	here	here	here	here	here/1000_ori	here	here	here	here	here

• Tips: All data is uniformly resized to 256×256 for training purposes.

Citation

• Please cite our paper if you use our dataset (DUTLF-Depth) in your research

@inproceedings{piao2019depth,
  title={Depth-induced multi-scale recurrent attention network for saliency detection},
  author={Piao, Yongri and Ji, Wei and Li, Jingjing and Zhang, Miao and Lu, Huchuan},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={7254--7263},
  year={2019}
} 

Evaluation Metrics

Metrics	*	*	*	*
E-measure	S-measure	weighted F & F-measure	MAE	PR-curves
Integration into a easy way.	*	*	*	The link is here

• This Toolbox contains near all evaluation metrics for salient object detection including E-measure, S-measure, weighted F & F-measure, MAE scores and PR curves or bar metrics.

Contact Us

If you have any questions, please contact us ( weiji.dlut@gmail.com ).